Moreover, the vast majority of approaches tackling causal discovery formulate the problem as graph modeling challenge. We refer the reader to [1]} for a more thorough review of causal discovery methods based on graphical models. For the purposes of this survey we note that methods are often categorized based on their approach into constraint-based and score-based methods.
